How does it handle false positives in code reviews?

The skill includes bug-specific adjustments that ignore guarded null checks, framework-level guarantees, and documented intentional behaviors to keep reviews focused.

Can this skill analyze recent changes to the codebase?

Yes, the bug investigation mode specifically reads recent git commits touching affected files to provide context on when and how a bug may have been introduced.

What information should I provide for the best results?

Providing reproduction steps, stack traces, or the specific error message allows the skill to focus its investigation on the relevant code paths and error handling logic.

How does this skill help with race conditions?

It uses specialized bug pattern references and a reproduction framework to identify concurrent request vulnerabilities and state management conflicts that traditional linters might miss.

Bug Detection & Review

Name: Bug Detection & Review
Author: JesseNaranjo

byJesseNaranjo

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セキュリティとテスト

Identifies critical logic errors, race conditions, and edge cases during code reviews to ensure production stability.

This skill equips Claude with a specialized bug investigation mode designed to hunt down complex runtime errors, null references, and state management issues. By utilizing a structured reproduction conditions framework—tracking preconditions, triggers, frequency, and impact—it helps developers isolate root causes and provides context-aware false positive filtering to avoid flagging intentional or guarded behaviors. It is an essential tool for high-stakes code reviews where logical correctness and concurrency safety are paramount.

主な機能

01Comprehensive bug pattern detection for race conditions and boundary errors

02Deep-dive investigation of error-handling paths and stack traces

03Context-aware false positive filtering to minimize review noise

04Integrated git history analysis for tracking regressions in affected files

05Structured reproduction framework for documenting triggers and impact

061 GitHub stars

ユースケース

01Debugging intermittent race conditions and state management conflicts in multithreaded environments

02Conducting thorough edge-case analysis on sensitive code paths before production deployment

03Isolating the root cause of reported production bugs using stack traces and recent commit data

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jessenaranjo/ai-setup reviewing-bugs

For use in Claude.ai and ChatGPT

Download Skill